Run
440080

Run 440080

Task 1921 (Supervised Classification) soybean Uploaded 16-05-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9962
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9339
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9279
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
5978.0716
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0239
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6830
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.9367
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9343
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9343
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2488
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0865
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.3947
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1051.249
UserCPU time millis
410
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10 times 10-fold Crossvalidation)